Book Review: Reichsrock: The International Web of White-Power and Neo-Nazi Hate Music
Bibliographic record
Abstract
In mid-July 2017, six thousand people gathered at the white-power music festival Rock gegen berfremdung (Rock against Foreign Domination) in Themar, a small town in Thuringia, Germany. At the event, the police recorded forty-six crimes, including assault, threatening behavior, contravention of German weapons law and displaying illegal (i.e. Nazi) symbols. Six people were arrested and the authorities recorded the identities of 440 festival-goers. An undisclosed sum was raised for the far-right political cause. 1 Music festivals of this kind and the violence that accompanies them are part of today's German political reality and, increasingly, of other countries around the world. This makes the white-power music scene worth the attention of any scholar studying extremist political movements, racism, or genocide.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".